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Data Augmentation: Using Channel-Level Recombination to Improve Classification Performance for Motor Imagery EEG
Pei, Yu, Luo, Zhiguo, Yan, Ye, Yan, Huijiong, Jiang, Jing, Li, Weiguo, Xie, Liang, Yin, Erwei
Published in Frontiers in human neuroscience (11.03.2021)
Published in Frontiers in human neuroscience (11.03.2021)
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Journal Article
Exogenous Volatile Organic Compound (EVOC®) Breath Testing Maximizes Classification Performance for Subjects with Cirrhosis and Reveals Signs of Portal Hypertension
Ferrandino, Giuseppe, Ricciardi, Federico, Murgia, Antonio, Banda, Iris, Manhota, Menisha, Ahmed, Yusuf, Sweeney, Kelly, Nicholson-Scott, Louise, McConville, Lucinda, Gandelman, Olga, Allsworth, Max, Boyle, Billy, Smolinska, Agnieszka, Ginesta Frings, Carmen A., Contreras, Jorge, Asenjo-Lobos, Claudia, Barrientos, Viviana, Clavo, Nataly, Novoa, Angela, Riviotta, Amy, Jerez, Melissa, Méndez, Luis
Published in Biomedicines (01.11.2023)
Published in Biomedicines (01.11.2023)
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Journal Article
S1578 Dynamic Limonene Breath Testing Maximizes Classification Performance for Subjects With Cirrhosis
Ferrandino, Giuseppe, Ricciardi, Federico, Murgia, Antonio, Banda, Iris, Ahmed, Yusuf, Manhota, Menisha, Sweeney, Kelly, Nicholson-Scott, Louise, McConville, Lucinda, Gandelman, Olga, Allsworth, Max, Boyle, Billy, Smolinska, Agnieszka, Frings, Alexandra Ginesta, Basulto, Jorge Contreras, Asenjo-Lobos, Claudia, Parra, Viviana Barrientos, Morales, Nataly Clavo, Arce, Angela Novoa, Riviotta, Amy, Jerez Pardo, Melissa Javiera, Alcamán, Luis Méndez
Published in The American journal of gastroenterology (01.10.2023)
Published in The American journal of gastroenterology (01.10.2023)
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Journal Article
Heterogeneous transfer learning model for improving the classification performance of fNIRS signals in motor imagery among cross-subject stroke patients
Feng, Jin, Li, YunDe, Huang, ZiJun, Chen, Yehang, Lu, SenLiang, Hu, RongLiang, Hu, QingHui, Chen, YuYao, Wang, XiMiao, Fan, Yong, He, Jing
Published in Frontiers in human neuroscience (27.03.2025)
Published in Frontiers in human neuroscience (27.03.2025)
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Journal Article
Using Semi-Supervised Domain Adaptation to Enhance EEG-Based Cross-Task Mental Workload Classification Performance
Wang, Tao, Ke, Yufeng, Huang, Yichao, He, Feng, Zhong, Wenxiao, Liu, Shuang, Ming, Dong
Published in IEEE journal of biomedical and health informatics (01.12.2024)
Published in IEEE journal of biomedical and health informatics (01.12.2024)
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Journal Article
Prediction and classification performance of reservoir computing system using mutually delay-coupled semiconductor lasers
Hou, Yu-Shuang, Xia, Guang-Qiong, Jayaprasath, Elumalai, Yue, Dian-Zuo, Yang, Wen-Yan, Wu, Zheng-Mao
Published in Optics communications (15.02.2019)
Published in Optics communications (15.02.2019)
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Journal Article
The effect of target and non-target similarity on neural classification performance: a boost from confidence
Marathe, Amar R., Ries, Anthony J., Lawhern, Vernon J., Lance, Brent J., Touryan, Jonathan, McDowell, Kaleb, Cecotti, Hubert
Published in Frontiers in neuroscience (05.08.2015)
Published in Frontiers in neuroscience (05.08.2015)
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Journal Article
A BCI based visual-haptic neurofeedback training improves cortical activations and classification performance during motor imagery
Wang, Zhongpeng, Zhou, Yijie, Chen, Long, Gu, Bin, Liu, Shuang, Xu, Minpeng, Qi, Hongzhi, He, Feng, Ming, Dong
Published in Journal of neural engineering (23.10.2019)
Published in Journal of neural engineering (23.10.2019)
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Journal Article
Enhancing Classification Performance of fNIRS-BCI by Identifying Cortically Active Channels Using the z-Score Method
Nazeer, Hammad, Naseer, Noman, Mehboob, Aakif, Khan, Muhammad Jawad, Khan, Rayyan Azam, Khan, Umar Shahbaz, Ayaz, Yasar
Published in Sensors (Basel, Switzerland) (07.12.2020)
Published in Sensors (Basel, Switzerland) (07.12.2020)
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Journal Article
Improvement of Classification Performance in High-Dimension Low-Sample-Size Modeling by Sparse Functional Connectivity States in Subjects with Attention Deficit-Hyperactivity Disorder and Healthy Controls
Zolghadr, Zahra, Batouli, Seyed Amirhossein, Tehrani-Doost, Mehdi, Shafaghi, Lida, Hadjighassem, Mahmoudreza, Alavi Majd, Hamid, Mehrabi, Yadollah
Published in Archives of neuroscience (01.06.2023)
Published in Archives of neuroscience (01.06.2023)
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Journal Article
Enhancing Classification Performance of Functional Near-Infrared Spectroscopy- Brain–Computer Interface Using Adaptive Estimation of General Linear Model Coefficients
Qureshi, Nauman Khalid, Naseer, Noman, Noori, Farzan Majeed, Nazeer, Hammad, Khan, Rayyan Azam, Saleem, Sajid
Published in Frontiers in neurorobotics (17.07.2017)
Published in Frontiers in neurorobotics (17.07.2017)
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Journal Article
Predicting Cardiovascular Risk in Athletes: Resampling Improves Classification Performance
Barbieri, Davide, Chawla, Nitesh, Zaccagni, Luciana, Grgurinović, Tonći, Šarac, Jelena, Čoklo, Miran, Missoni, Saša
Published in International journal of environmental research and public health (28.10.2020)
Published in International journal of environmental research and public health (28.10.2020)
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Journal Article